Pendidikan

Universitas Amikom Yogyakarta
Master's degree, Informatics Engineering ~ Business Intelligence (BI) 2020-2024
Thesis: Multi Label Film Genre Classification Based On Synopsis Using Long Short-Term Memory (LSTM) Method

STMIK Lombok
Bachelor degree, Informatics Engineering ~ Software Engineering 2010-2015
Undergraduate Thesis: Web-Based Medical Record Information System at the Risa Rafana Clinic Using Extreme Programming Methodology

SMKN 2 Praya Tengah
Vocational High School - Software Engineering 2007-2010

Pengalaman Penelitian

Research Assistant - Business Intelligence Lab, Universitas Amikom Yogyakarta (2020-2024)
Conducted research on Natural Language Processing and Machine Learning applications
Published papers on text classification, topic modeling, and sentiment analysis

Researcher - STMIK Lombok (2015-Present)
Leading research initiatives in educational technology and software engineering
Collaborating with researchers from various Indonesian universities

Pengalaman Kerja

Lecturer - STMIK Lombok (2015-Present)
Teaching undergraduate courses in Computer Science and Information Systems
Supervising student thesis projects
Developing curriculum for software engineering courses

Web Developer (2015-Present)
Developing web applications for academic and community projects
Building information systems for local organizations

Pengalaman Mengajar

Undergraduate Courses:
• Web Programming
• Software Engineering
• Database Systems
• Data Structures and Algorithms
• Artificial Intelligence Fundamentals
• Information Systems

Teaching Philosophy: Combining theoretical foundations with practical applications to prepare students for industry challenges.

Publikasi

Selected Publications:

• Akbar, J., Yaqin, A. (2021). Sistem Informasi Rekam Medis Berbasis Web Pada Klinik Risa Rafana. Infotek: Jurnal Informatika dan Teknologi, 4(2), 270-279. (31 citations)
• Akbar, J., Utami, E., Yaqin, A. (2022). Multi-label classification of film genres based on synopsis using SVM, Logistic Regression and Naïve Bayes. 6th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE). (14 citations)
• Akbar, J., Fahmi, H., Murniati, W. (2025). Multi Label Klasifikasi Genre Film Berdasarkan Sinopsis Menggunakan Metode LSTM. Jurnal Manajemen Informatika dan Sistem Informasi, 8(1), 110-119. (9 citations)
• Lestari, A., Akbar, J., Istyarini, H.H. (2023). Perancangan SIMA Pada Stasiun Meteorologi Zainuddin Abdul Madjid. Jurnal ilmiah Sistem Informasi dan Ilmu Komputer, 3(1), 60-76. (9 citations)
• Akbar, J., et al. (2023). Pemodelan Topik Menggunakan LDA pada Ulasan Aplikasi PeduliLindungi. InComTech: Jurnal Telekomunikasi dan Komputer, 13, 40-50. (6 citations)

View all publications on Google Scholar →

Presentasi Konferensi

International Conferences:
• 6th International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE), 2022 - Presented paper on multi-label film genre classification

National Conferences:
• Seminar Nasional Teknologi Informasi dan Multimedia (SNTIM), Various years
• Konferensi Nasional Ilmu Komputer dan Teknologi Informasi, Various years

Research Collaborations:
• Universitas Amikom Yogyakarta
• STMIK Lombok Research Group
• Various Indonesian university partnerships